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Table 3 Results of the two simulation studies given as mean (0.05 quantile, 0.95 quantile)

From: A general approach to risk modeling using partial surrogate markers with application to perioperative acute kidney injury

   AUC Spearman’s rho MSE
Simulation 1 Linear model 0.737 [0.518, 0.923] 0.152 [−0.091, 0.349] 0.048 [0.024, 0.077]
Mixture model 0.950 [0.908, 0.982] 0.501 [0.471, 0.526] 0.004 [0.002, 0.008]
Simulation 2 Linear model 0.928 [0.873, 0.972] 0.394 [0.333, 0.451] 0.031 [0.028, 0.034]
Mixture model 0.949 [0.906, 0.982] 0.492 [0.454, 0.524] 0.005 [0.002, 0.009]